Pith Number

pith:2C2IABSV

pith:2025:2C2IABSVRQPXKX5K6BJUT4VNKW

not attested not anchored not stored refs pending

PALATE: Peculiar Application of the Law of Total Expectation to Enhance the Evaluation of Deep Generative Models

Artur Kasymov, Marcin K\k{a}dzio{\l}ka, Marcin Mazur, Tadeusz Dziarmaga

arxiv:2503.18462 v1 · 2025-03-24 · cs.LG · cs.AI · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2C2IABSVRQPXKX5K6BJUT4VNKW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:38:11.255093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0b48006558c1f755faaf05349f2ad5592c94fae473599a476828f6ef097be67

Aliases

arxiv: 2503.18462 · arxiv_version: 2503.18462v1 · doi: 10.48550/arxiv.2503.18462 · pith_short_12: 2C2IABSVRQPX · pith_short_16: 2C2IABSVRQPXKX5K · pith_short_8: 2C2IABSV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2C2IABSVRQPXKX5K6BJUT4VNKW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d0b48006558c1f755faaf05349f2ad5592c94fae473599a476828f6ef097be67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0266947339ebf5d94e9e4e5ca14c0947b8accc59b25a904315dc4c614b5d701",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-24T09:06:45Z",
    "title_canon_sha256": "676860c6d88d44a293341c8a4da2fd026ad135ca125ea82fa6581de20574829d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18462",
    "kind": "arxiv",
    "version": 1
  }
}